Computational Aspects of Cooperative Game Theory

Häftad, Engelska, 2011

Del i serien Synthesis Lectures on Artificial Intelligence and Machine Learning

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Beskrivning

We survey several formalisms for cooperative games that have been proposed in the literature, including, for example, cooperative games defined on networks, as well as general compact representation schemes such as MC-nets and skill games.

Produktinformation

Utgivningsdatum:2011-10-26
Mått:191 x 235 x 16 mm
Vikt:334 g
Format:Häftad
Språk:Engelska
Serie:Synthesis Lectures on Artificial Intelligence and Machine Learning
Antal sidor:150
Förlag:Springer International Publishing AG
ISBN:9783031004308
Originaltitel:Computational Aspects of Cooperative Game Theory

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Tillämpad matematik inom Naturvetenskap och teknik
Artificiell intelligens inom Data och IT

Mer om författaren

Georgios Chalkiadakis is an Assistant Professor at the Department of Electronic and Computer Engineering, Technical University of Crete (TUC). His research interests are in the areas of multiagent systems, algorithmic game theory,and learning,and more specifically,in coalition formation, decision making under uncertainty, and reinforcement learning in multiagent domains. His PhD thesis (University of Toronto, 2007) was nominated for the IFAAMAS-2007 Victor Lesser Distinguished Dissertation Award. Georgios has served as Program Committee member for several top international conferences, and as a reviewer for several top journals in his areas of expertise. Before joining TUC, he was a Research Fellow at the School of Electronics and Computer Science, University of Southampton, UK; and has also worked as a software engineer at the Institute of Computer Science of the Foundation for Research and Technology - Hellas, and as a teacher of informatics in Greek high schools.

Innehållsförteckning

Introduction.- Basic Concepts.- Representations and Algorithms.- Weighted Voting Games.- Beyond Characteristic Function Games.- Coalition Structure Formation.- Advanced Topics.